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Grid-Based Clustering Method

  • Using multi-resolution grid data structure
  • Several interesting methods
    • STING (a STatistical INformation Grid approach) by Wang, Yang and Muntz (1997)
    • WaveCluster by Sheikholeslami, Chatterjee, and Zhang (VLDB’98)
      • A multi-resolution clustering approach using wavelet method
    • CLIQUE: Agrawal, et al. (SIGMOD’98)
      • Both grid-based and subspace clustering

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